{"title":"超越连接:人工智能与数字企业的国际化","authors":"José F.P. dos Santos , Peter J. Williamson","doi":"10.1016/j.infoandorg.2024.100538","DOIUrl":null,"url":null,"abstract":"<div><div>With the rapid development of artificial intelligence/machine learning technologies (AI/ML) it is now opportune to consider the potential for these technologies to create new strategies for internationalisation. In this paper we examine the implications of deploying AI technologies on the internationalisation process of firms. We show how firms can create digital interactions from which information about individual's revealed preferences can be imputed. The use of this information by a proprietary AI model, rather than using FDI designed to learn about the characteristics of country markets as proxies to predict the general behaviour of consumers located there, provides a new, country-agnostic way to enter foreign markets and adapt to differences among consumers based on segments of one. AI can, therefore, enable born-digital firms, and potentially other businesses where digitalisation can play a role, to build new kinds of competitive advantages based on data network effects. We illustrate these theoretical propositions with reference to value-creation activities of the short-video streaming born-digital TikTok.</div></div>","PeriodicalId":47253,"journal":{"name":"Information and Organization","volume":"34 4","pages":"Article 100538"},"PeriodicalIF":5.7000,"publicationDate":"2024-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Beyond connectivity: Artificial intelligence and the internationalisation of digital firms\",\"authors\":\"José F.P. dos Santos , Peter J. Williamson\",\"doi\":\"10.1016/j.infoandorg.2024.100538\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>With the rapid development of artificial intelligence/machine learning technologies (AI/ML) it is now opportune to consider the potential for these technologies to create new strategies for internationalisation. In this paper we examine the implications of deploying AI technologies on the internationalisation process of firms. We show how firms can create digital interactions from which information about individual's revealed preferences can be imputed. The use of this information by a proprietary AI model, rather than using FDI designed to learn about the characteristics of country markets as proxies to predict the general behaviour of consumers located there, provides a new, country-agnostic way to enter foreign markets and adapt to differences among consumers based on segments of one. AI can, therefore, enable born-digital firms, and potentially other businesses where digitalisation can play a role, to build new kinds of competitive advantages based on data network effects. We illustrate these theoretical propositions with reference to value-creation activities of the short-video streaming born-digital TikTok.</div></div>\",\"PeriodicalId\":47253,\"journal\":{\"name\":\"Information and Organization\",\"volume\":\"34 4\",\"pages\":\"Article 100538\"},\"PeriodicalIF\":5.7000,\"publicationDate\":\"2024-10-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Information and Organization\",\"FirstCategoryId\":\"91\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1471772724000381\",\"RegionNum\":2,\"RegionCategory\":\"管理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"INFORMATION SCIENCE & LIBRARY SCIENCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Information and Organization","FirstCategoryId":"91","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1471772724000381","RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"INFORMATION SCIENCE & LIBRARY SCIENCE","Score":null,"Total":0}
Beyond connectivity: Artificial intelligence and the internationalisation of digital firms
With the rapid development of artificial intelligence/machine learning technologies (AI/ML) it is now opportune to consider the potential for these technologies to create new strategies for internationalisation. In this paper we examine the implications of deploying AI technologies on the internationalisation process of firms. We show how firms can create digital interactions from which information about individual's revealed preferences can be imputed. The use of this information by a proprietary AI model, rather than using FDI designed to learn about the characteristics of country markets as proxies to predict the general behaviour of consumers located there, provides a new, country-agnostic way to enter foreign markets and adapt to differences among consumers based on segments of one. AI can, therefore, enable born-digital firms, and potentially other businesses where digitalisation can play a role, to build new kinds of competitive advantages based on data network effects. We illustrate these theoretical propositions with reference to value-creation activities of the short-video streaming born-digital TikTok.
期刊介绍:
Advances in information and communication technologies are associated with a wide and increasing range of social consequences, which are experienced by individuals, work groups, organizations, interorganizational networks, and societies at large. Information technologies are implicated in all industries and in public as well as private enterprises. Understanding the relationships between information technologies and social organization is an increasingly important and urgent social and scholarly concern in many disciplinary fields.Information and Organization seeks to publish original scholarly articles on the relationships between information technologies and social organization. It seeks a scholarly understanding that is based on empirical research and relevant theory.